F.J. Cañadas-Quesada - Publications, H-index & Citations

F.J. Cañadas-Quesada

university of jaen

17H指数

74论文数

701被引数

收录论文 23

发表时间

Respiratory rate estimation from breath sounds based on deep learning 基于深度学习的呼吸音呼吸频率估计

Biomedical Signal Processing and Control

IF4.9

2026-02-23

OAAI

A. Salvador-Navarro; J. De La Torre-Cruz; A.J. Muñoz-Montoro; S. Ranilla-Cortina; J.J. Carabias-Orti; J.M. Cruz-Molina; F.J. Cañadas-Quesada

An orthogonal non-negative matrix factorization approach for respiratory rate estimation using a wireless stethoscope 一种基于无线听诊器的正交非负矩阵分解法用于呼吸频率估计

Computers and Electrical Engineering

IF4.9

2025-10-24

OAAI

J. Torre-Cruz; P. Revuelta-Sanz; F.J. Canadas-Quesada; R. Cortina; P. Vera-Candeas; N. Ruiz-Reyes; J. Ranilla

A novel data augmentation technique based on wheezing physiological modeling applied to asthma severity management in respiratory sounds 一种基于喘息生理建模的新型数据增强技术，应用于呼吸音中的哮喘严重程度管理

Computers in Biology and Medicine

IF6.3

2025-08-20

OAAI

J. Torre-Cruz; F. Canadas-Quesada; R. Cortina-Parajon; J. Ranilla-Pastor; N. Ruiz-Reyes; P. Vera-Candeas; P. Cano-Lucena; C. Lacarcel-Bautista; G. Perez-Chica; J.M. Cruz-Molina

Expert system against machine learning approaches as a virtual sensor for ventricular arrhythmia risk level estimation

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-04-01

OAAI

Garcia-Galan, Sebastian; Cabrera-Rodriguez, Jose A.; Maldonado-Carrascosa, Francisco J.; Ruiz-Reyes, Nicolas; Szczerska, Malgorzata; Vera-Candeas, Pedro; Gonzalez-Martinez, Francisco D.; Canadas-Quesada, Francisco J.; Cruz-Lendinez, Alfonso J.

Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

OAAI

Galan, Sebastian Garcia; Cabrera, Jose Angel; Marchewka, Adam; Exposito, J. Enrique Munoz; Cruz, Juan de la Torre; Candeas, Pedro Vera; Serrano, F. J. Rodriguez; Orti, Julio J. Carabias; Quesada, Francisco J. Canadas; Campos, Raul Mata; Reyes, Nicolas Ruiz; Lendinez, Alfonso Cruz

Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks

APPLIED ACOUSTICS

IF3.6

2024-01-01

PREAI

Gonzalez-Martinez, F. D.; Carabias-Orti, J. J.; Canadas-Quesada, F. J.; Ruiz-Reyes, N.; Martinez-Munoz, D.; Garcia-Galan, S.

Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-09-01

OAAI

Torre-Cruz, J.; Canadas-Quesada, F.; Ruiz-Reyes, N.; Vera-Candeas, P.; Garcia-Galan, S.; Carabias-Orti, J.; Ranilla, J.

Cochleogram-based adventitious sounds classification using convolutional neural networks 基于卷积神经网络的基于耳蜗图的外来声音分类

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-04-01

OAAI

Mang, L. D.; Canadas-Quesada, F. J.; Carabias-Orti, J. J.; Combarro, E. F.; Ranilla, J.

Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-06-01

PREAI

Torre-Cruz, J.; Martinez-Munoz, D.; Ruiz-Reyes, N.; Munoz-Montoro, A. J.; Puentes-Chiachio, M.; Canadas-Quesada, F. J.

Multichannel Blind Music Source Separation Using Directivity-Aware MNMF With Harmonicity Constraints

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Munoz-Montoro, Antonio J.; Carabias-Orti, Julio J.; Cabanas-Molero, Pablo; Canadas-Quesada, Francisco J.; Ruiz-Reyes, Nicolas

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation

APPLIED ACOUSTICS

IF3.6

2021-11-01

PREAI

De La Torre Cruz, Juan; Canadas Quesada, Francisco Jesus; Martinez-Munoz, Damian; Ruiz Reyes, Nicolas; Garcia Galan, Sebastian; Carabias Orti, Julio Jose

Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization

SENSORS

IF3.5

2021-02-28

OAAI

Cruz, Juan De La Torre; Canadas Quesada, Francisco Jesus; Ruiz Reyes, Nicolas; Garcia Galan, Sebastian; Carabias Orti, Julio Jose; Perez Chica, Gerardo

Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-06-01

PREAI

De La Torre Cruz, Juan; Canadas Quesada, Francisco Jesus; Carabias Orti, Julio Jose; Vera Candeas, Pedro; Ruiz Reyes, Nicolas

A constrained tonal semi-supervised non-negative matrix factorization to classify presence/absence of wheezing in respiratory sounds

APPLIED ACOUSTICS

IF3.6

2020-04-01

PREAI

Torre-Cruz, J.; Canadas-Quesada, F.; Garcia-Galan, S.; Ruiz-Reyes, N.; Vera-Candeas, P.; Carabias-Orti, J.